基于3D VNetTrans的膝关节滑膜磁共振图像自动分割

王颖珊,邓奥琦,毛瑾玲,朱中旗,石洁,杨光,马伟伟,路青,汪红志

Automatic Segmentation of Knee Joint Synovial Magnetic Resonance Images Based on 3D VNetTrans

Ying-shan WANG,Ao-qi DENG,Jin-ling MAO,Zhong-qi ZHU,Jie SHI,Guang YANG,Wei-wei MA,Qing LU,Hong-zhi WANG

图2 (a) Transformer编码器；(b)多头注意力机制（MHA）[21]

Fig.2 (a) Transformer encoder; (b) Multi-head attention (MHA)[21]